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wietsedv
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xlm-roberta-base-ft-udpos28-lzh

Token Classification
Transformers
PyTorch
Safetensors
Literary Chinese
xlm-roberta
part-of-speech
Eval Results (legacy)
Model card Files
xet
Community
1

XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Classical Chinese

This model is part of our paper called:

  • Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages

Check the Space for more details.

Usage 

from transformers import AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-lzh")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-lzh")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-lzh

Space using wietsedv/xlm-roberta-base-ft-udpos28-lzh 1

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    33.600
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    30.900
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    30.600
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    35.600
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    32.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    35.000
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    19.000
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    25.900
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    27.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.600
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    13.900
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    42.700